Safa Ben Atitallah

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 16

Top Topics

Convolutional Neural Network

Disease Diagnosis

Majority Voting

Top Venues

Int. J. Imaging Syst. Technol.

Publications

Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa
Strengthening Network Intrusion Detection in IoT Environments with Self-Supervised Learning and Few Shot Learning. CoRR (2024)
Safa Ben Atitallah, Maha Driss, Henda Ben Ghézala
FedMicro-IDA: A federated learning and microservices-based framework for IoT data analytics. Internet Things 23 (2023)
Maha Driss, Wadii Boulila, Haithem Mezni, Mokhtar Sellami, Safa Ben Atitallah, Nouf Alharbi
An Evidence Theory Based Embedding Model for the Management of Smart Water Environments. Sensors 23 (10) (2023)
Safa Ben Atitallah, Maha Driss, Henda Ben Ghézala
Revolutionizing Disease Diagnosis: A Microservices-Based Architecture for Privacy-Preserving and Efficient IoT Data Analytics Using Federated Learning. KES (2023)
Safa Ben Atitallah, Maha Driss, Henda Ben Ghézala
Revolutionizing Disease Diagnosis: A Microservices-Based Architecture for Privacy-Preserving and Efficient IoT Data Analytics Using Federated Learning. CoRR (2023)
Safa Ben Atitallah, Maha Driss, Henda Ben Ghzela
Microservices for Data Analytics in IoT Applications: Current Solutions, Open Challenges, and Future Research Directions. KES (2022)
Safa Ben Atitallah, Maha Driss, Wadii Boulila, Henda Ben Ghézala
Randomly initialized convolutional neural network for the recognition of COVID-19 using X-ray images. Int. J. Imaging Syst. Technol. 32 (1) (2022)
Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa, Henda Ben Ghézala
Fusion of convolutional neural networks based on Dempster-Shafer theory for automatic pneumonia detection from chest X-ray images. Int. J. Imaging Syst. Technol. 32 (2) (2022)
Safa Ben Atitallah, Maha Driss, Iman M. Almomani
A Novel Detection and Multi-Classification Approach for IoT-Malware Using Random Forest Voting of Fine-Tuning Convolutional Neural Networks. Sensors 22 (11) (2022)
Maha Driss, Safa Ben Atitallah, Amal Albalawi, Wadii Boulila
Req-WSComposer: a novel platform for requirements-driven composition of semantic web services. J. Ambient Intell. Humaniz. Comput. 13 (2) (2022)
Haithem Mezni, Maha Driss, Wadii Boulila, Safa Ben Atitallah, Mokhtar Sellami, Nouf Alharbi
SmartWater: A Service-Oriented and Sensor Cloud-Based Framework for Smart Monitoring of Water Environments. Remote. Sens. 14 (4) (2022)
Safa Ben Atitallah, Maha Driss, Wadii Boulila, Iman M. Almomani
An Effective Detection and Classification Approach for DoS Attacks in Wireless Sensor Networks Using Deep Transfer Learning Models and Majority Voting. ICCCI (CCIS Volume) (2022)
Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa, Nesrine Atitallah, Henda Ben Ghézala
An Enhanced Randomly Initialized Convolutional Neural Network for Columnar Cactus Recognition in Unmanned Aerial Vehicle Imagery. CoRR (2021)
Safa Ben Atitallah, Maha Driss, Wadii Boulila, Henda Ben Ghézala
Randomly Initialized Convolutional Neural Network for the Recognition of COVID-19 using X-ray Images. CoRR (2021)
Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa, Nesrine Atitallah, Henda Ben Ghézala
An Enhanced Randomly Initialized Convolutional Neural Network for Columnar Cactus Recognition in Unmanned Aerial Vehicle imagery. KES (2021)
Safa Ben Atitallah, Maha Driss, Wadii Boulila, Henda Ben Ghézala
Leveraging Deep Learning and IoT big data analytics to support the smart cities development: Review and future directions. Comput. Sci. Rev. 38 (2020)